People with alcohol dependency may participate in this study. Candidates are screened with a medical history, including questions about alcohol and drug use, physical examination, blood tests, breath alcohol tests, electrocardiogram (ECG), urine test for illicit drugs and, for women, a pregnancy test, and a stool test for hidden blood. They also undergo magnetic resonance imaging (MRI) scan of the brain and complete questionnaires on their alcohol and drug history.